{"id":"https://openalex.org/W4396237394","doi":"https://doi.org/10.36040/jati.v8i2.8469","title":"PENERAPAN NLP (NATURAL LANGUAGE PROCESSING) DALAM ANALISIS SENTIMEN PENGGUNA TELEGRAM DI PLAYSTORE","display_name":"PENERAPAN NLP (NATURAL LANGUAGE PROCESSING) DALAM ANALISIS SENTIMEN PENGGUNA TELEGRAM DI PLAYSTORE","publication_year":2024,"publication_date":"2024-04-18","ids":{"openalex":"https://openalex.org/W4396237394","doi":"https://doi.org/10.36040/jati.v8i2.8469"},"language":"id","primary_location":{"id":"doi:10.36040/jati.v8i2.8469","doi":"https://doi.org/10.36040/jati.v8i2.8469","is_oa":true,"landing_page_url":"https://doi.org/10.36040/jati.v8i2.8469","pdf_url":"https://ejournal.itn.ac.id/jati/article/download/8469/5298","source":{"id":"https://openalex.org/S4210239397","display_name":"JATI (Jurnal Mahasiswa Teknik Informatika)","issn_l":"2598-828X","issn":["2598-828X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210103127","host_organization_name":"Institut Teknologi Nasional Malang","host_organization_lineage":["https://openalex.org/I4210103127"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JATI (Jurnal Mahasiswa Teknik Informatika)","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ejournal.itn.ac.id/jati/article/download/8469/5298","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5095938823","display_name":"Nurwanda Nurwanda","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405276199","display_name":"STMIK IKMI Cirebon","ror":"https://ror.org/04zyt2854","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405276199"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Nurwanda Nurwanda","raw_affiliation_strings":["Teknik Informatika, STMIK IKMI Cirebon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Teknik Informatika, STMIK IKMI Cirebon","institution_ids":["https://openalex.org/I4405276199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019654067","display_name":"Nana Suarna","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405276199","display_name":"STMIK IKMI Cirebon","ror":"https://ror.org/04zyt2854","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405276199"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Nana Suarna","raw_affiliation_strings":["Teknik Informatika, STMIK IKMI Cirebon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Teknik Informatika, STMIK IKMI Cirebon","institution_ids":["https://openalex.org/I4405276199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026217248","display_name":"Willy Prihartono","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405276199","display_name":"STMIK IKMI Cirebon","ror":"https://ror.org/04zyt2854","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405276199"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Willy Prihartono","raw_affiliation_strings":["Komputerisasi Akuntansi, STMIK IKMI Cirebon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Komputerisasi Akuntansi, STMIK IKMI Cirebon","institution_ids":["https://openalex.org/I4405276199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405276199"],"apc_list":null,"apc_paid":null,"fwci":3.5665,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.94332157,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"8","issue":"2","first_page":"1841","last_page":"1846"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"sentiment analysis","score":0.8920000195503235},{"id":"https://openalex.org/keywords/telegrams","display_name":"telegrams","score":0.8999999761581421},{"id":"https://openalex.org/keywords/google-play-store-reviews","display_name":"Google Play Store reviews","score":0.6899999976158142},{"id":"https://openalex.org/keywords/online-reviews","display_name":"online reviews","score":0.7409999966621399},{"id":"https://openalex.org/keywords/instant-messaging-apps","display_name":"instant messaging apps","score":0.824999988079071},{"id":"https://openalex.org/keywords/user-satisfaction","display_name":"user satisfaction","score":0.7260000109672546},{"id":"https://openalex.org/keywords/keyword-extraction","display_name":"keyword extraction","score":0.5929999947547913},{"id":"https://openalex.org/keywords/sentiment-classification","display_name":"sentiment classification","score":0.5889999866485596},{"id":"https://openalex.org/keywords/mobile-app-evaluation","display_name":"mobile application evaluation","score":0.38499999046325684}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6985676884651184},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6382544040679932},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44049277901649475},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.4254084825515747},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.07622620463371277}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.36040/jati.v8i2.8469","doi":"https://doi.org/10.36040/jati.v8i2.8469","is_oa":true,"landing_page_url":"https://doi.org/10.36040/jati.v8i2.8469","pdf_url":"https://ejournal.itn.ac.id/jati/article/download/8469/5298","source":{"id":"https://openalex.org/S4210239397","display_name":"JATI (Jurnal Mahasiswa Teknik Informatika)","issn_l":"2598-828X","issn":["2598-828X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210103127","host_organization_name":"Institut Teknologi Nasional Malang","host_organization_lineage":["https://openalex.org/I4210103127"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JATI (Jurnal Mahasiswa Teknik Informatika)","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.36040/jati.v8i2.8469","doi":"https://doi.org/10.36040/jati.v8i2.8469","is_oa":true,"landing_page_url":"https://doi.org/10.36040/jati.v8i2.8469","pdf_url":"https://ejournal.itn.ac.id/jati/article/download/8469/5298","source":{"id":"https://openalex.org/S4210239397","display_name":"JATI (Jurnal Mahasiswa Teknik Informatika)","issn_l":"2598-828X","issn":["2598-828X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210103127","host_organization_name":"Institut Teknologi Nasional Malang","host_organization_lineage":["https://openalex.org/I4210103127"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JATI (Jurnal Mahasiswa Teknik Informatika)","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396237394.pdf","grobid_xml":"https://content.openalex.org/works/W4396237394.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W4220932965","https://openalex.org/W4282984065","https://openalex.org/W4283021096","https://openalex.org/W4294699233","https://openalex.org/W4312919432","https://openalex.org/W4367677193","https://openalex.org/W4378676831","https://openalex.org/W4387583733"],"related_works":["https://openalex.org/W4409488980","https://openalex.org/W4393983955","https://openalex.org/W4391354242","https://openalex.org/W4416269263","https://openalex.org/W7153582125","https://openalex.org/W7223456758","https://openalex.org/W7082369872","https://openalex.org/W7220807820","https://openalex.org/W4400366801","https://openalex.org/W4401846329"],"abstract_inverted_index":{"Pendapat":[0],"umum":[1,93],"pengguna":[2,20,38,47,58,73,121,161],"tentang":[3,45],"aplikasi":[4,23,30,157],"Telegram":[5,60,74,122],"di":[6,39,61,75,123],"Play":[7,40,62,76,124],"Store":[8,41,125],"umumnya":[9],"positif,":[10,84],"negatif,":[11,85],"atau":[12],"netral.":[13,87],"Penelitian":[14,88,149],"ini":[15,54,89,150],"bertujuan":[16],"untuk":[17,70,104,136,153],"menilai":[18],"sentimen":[19,36,57,72,106,119],"terhadap":[21,59],"fitur-fitur":[22],"Telegram,":[24],"yang":[25,50,96,111,162],"telah":[26],"menjadi":[27],"salah":[28],"satu":[29],"pesan":[31],"instan":[32],"paling":[33],"populer.":[34],"Analisis":[35],"ulasan":[37,120],"dapat":[42],"memberikan":[43,151],"wawasan":[44,152],"kepuasan":[46,160],"dan":[48,86,94,107,146,158],"masalah":[49,95],"dihadapi.":[51],"Permasalahan":[52],"penelitian":[53],"adalah":[55,138],"menemukan":[56],"Store.":[63,77],"Metode":[64],"pemrosesan":[65],"bahasa":[66],"alami":[67],"(NLP)":[68],"digunakan":[69,103],"menganalisis":[71,108],"Ulasan":[78],"dibagi":[79],"ke":[80],"dalam":[81,99,155],"tiga":[82],"kategori:":[83],"juga":[90],"mengidentifikasi":[91],"tren":[92],"sering":[97,112],"muncul":[98],"ulasan.":[100],"Model":[101],"NLP":[102,128],"mengklasifikasikan":[105],"kata":[109],"kunci":[110],"muncul.":[113],"Hasil":[114],"evaluasi":[115,137],"menunjukkan":[116],"bahwa":[117],"analisis":[118],"dengan":[126,140],"metode":[127],"memiliki":[129],"tingkat":[130],"akurasi":[131],"85,31%.":[132],"Rasio":[133],"pembagian":[134],"data":[135],"80:20,":[139],"nilai":[141],"presisi":[142],"93%,":[143],"recall":[144],"76%,":[145],"F1-Score":[147],"88%.":[148],"pengembang":[154],"meningkatkan":[156],"memastikan":[159],"berkelanjutan.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":5}],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2024-04-30T00:00:00"}
